{"id":"https://openalex.org/W4220857595","doi":"https://doi.org/10.1155/2022/1038901","title":"Identification of Visual Imagery by Electroencephalography Based on Empirical Mode Decomposition and an Autoregressive Model","display_name":"Identification of Visual Imagery by Electroencephalography Based on Empirical Mode Decomposition and an Autoregressive Model","publication_year":2022,"publication_date":"2022-01-30","ids":{"openalex":"https://openalex.org/W4220857595","doi":"https://doi.org/10.1155/2022/1038901","pmid":"https://pubmed.ncbi.nlm.nih.gov/35140763"},"language":"en","primary_location":{"id":"doi:10.1155/2022/1038901","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2022/1038901","pdf_url":"https://downloads.hindawi.com/journals/cin/2022/1038901.pdf","source":{"id":"https://openalex.org/S72372694","display_name":"Computational Intelligence and Neuroscience","issn_l":"1687-5265","issn":["1687-5265","1687-5273"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869","https://openalex.org/P4310320595"],"host_organization_lineage_names":["Hindawi Publishing Corporation","Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational Intelligence and Neuroscience","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://downloads.hindawi.com/journals/cin/2022/1038901.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5045813722","display_name":"Yunfa Fu","orcid":"https://orcid.org/0000-0002-4820-6337"},"institutions":[{"id":"https://openalex.org/I10660446","display_name":"Kunming University of Science and Technology","ror":"https://ror.org/00xyeez13","country_code":"CN","type":"education","lineage":["https://openalex.org/I10660446"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunfa Fu","raw_affiliation_strings":["Brain Cognition and Brain\u2013Computer Intelligence Integration Group, Kunming University of Science and Technology, Kunming 650500, China","Faculty of Information Engineering and Automation, Kunming University of Science and Technology, Kunming 650500, China"],"raw_orcid":"https://orcid.org/0000-0002-4820-6337","affiliations":[{"raw_affiliation_string":"Brain Cognition and Brain\u2013Computer Intelligence Integration Group, Kunming University of Science and Technology, Kunming 650500, China","institution_ids":["https://openalex.org/I10660446"]},{"raw_affiliation_string":"Faculty of Information Engineering and Automation, Kunming University of Science and Technology, Kunming 650500, China","institution_ids":["https://openalex.org/I10660446"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018170442","display_name":"Zhaoyang Li","orcid":"https://orcid.org/0000-0002-3842-4672"},"institutions":[{"id":"https://openalex.org/I10660446","display_name":"Kunming University of Science and Technology","ror":"https://ror.org/00xyeez13","country_code":"CN","type":"education","lineage":["https://openalex.org/I10660446"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhaoyang Li","raw_affiliation_strings":["Faculty of Information Engineering and Automation, Kunming University of Science and Technology, Kunming 650500, China"],"raw_orcid":"https://orcid.org/0000-0002-3842-4672","affiliations":[{"raw_affiliation_string":"Faculty of Information Engineering and Automation, Kunming University of Science and Technology, Kunming 650500, China","institution_ids":["https://openalex.org/I10660446"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047682772","display_name":"Anmin Gong","orcid":"https://orcid.org/0000-0002-2715-2296"},"institutions":[{"id":"https://openalex.org/I4210134428","display_name":"Chinese People's Armed Police Force Engineering University","ror":"https://ror.org/031jzbb03","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210134428"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Anmin Gong","raw_affiliation_strings":["School of Information Engineering, Chinese People\u2019s Armed Police Force Engineering University, Xi\u2019an 710000, China","School of Information Engineering, Chinese People's Armed Police Force Engineering University, Xi'an 710000, China"],"raw_orcid":"https://orcid.org/0000-0002-2715-2296","affiliations":[{"raw_affiliation_string":"School of Information Engineering, Chinese People\u2019s Armed Police Force Engineering University, Xi\u2019an 710000, China","institution_ids":["https://openalex.org/I4210134428"]},{"raw_affiliation_string":"School of Information Engineering, Chinese People's Armed Police Force Engineering University, Xi'an 710000, China","institution_ids":["https://openalex.org/I4210134428"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100728466","display_name":"Qian Qian","orcid":"https://orcid.org/0000-0002-1675-3547"},"institutions":[{"id":"https://openalex.org/I10660446","display_name":"Kunming University of Science and Technology","ror":"https://ror.org/00xyeez13","country_code":"CN","type":"education","lineage":["https://openalex.org/I10660446"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qian Qian","raw_affiliation_strings":["Brain Cognition and Brain\u2013Computer Intelligence Integration Group, Kunming University of Science and Technology, Kunming 650500, China","Faculty of Information Engineering and Automation, Kunming University of Science and Technology, Kunming 650500, China"],"raw_orcid":"https://orcid.org/0000-0002-1675-3547","affiliations":[{"raw_affiliation_string":"Brain Cognition and Brain\u2013Computer Intelligence Integration Group, Kunming University of Science and Technology, Kunming 650500, China","institution_ids":["https://openalex.org/I10660446"]},{"raw_affiliation_string":"Faculty of Information Engineering and Automation, Kunming University of Science and Technology, Kunming 650500, China","institution_ids":["https://openalex.org/I10660446"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042851076","display_name":"Lei Su","orcid":"https://orcid.org/0000-0003-0210-6506"},"institutions":[{"id":"https://openalex.org/I10660446","display_name":"Kunming University of Science and Technology","ror":"https://ror.org/00xyeez13","country_code":"CN","type":"education","lineage":["https://openalex.org/I10660446"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lei Su","raw_affiliation_strings":["Brain Cognition and Brain\u2013Computer Intelligence Integration Group, Kunming University of Science and Technology, Kunming 650500, China","Faculty of Information Engineering and Automation, Kunming University of Science and Technology, Kunming 650500, China"],"raw_orcid":"https://orcid.org/0000-0003-0210-6506","affiliations":[{"raw_affiliation_string":"Brain Cognition and Brain\u2013Computer Intelligence Integration Group, Kunming University of Science and Technology, Kunming 650500, China","institution_ids":["https://openalex.org/I10660446"]},{"raw_affiliation_string":"Faculty of Information Engineering and Automation, Kunming University of Science and Technology, Kunming 650500, China","institution_ids":["https://openalex.org/I10660446"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057422511","display_name":"Lei Zhao","orcid":"https://orcid.org/0000-0003-2775-0031"},"institutions":[{"id":"https://openalex.org/I10660446","display_name":"Kunming University of Science and Technology","ror":"https://ror.org/00xyeez13","country_code":"CN","type":"education","lineage":["https://openalex.org/I10660446"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Lei Zhao","raw_affiliation_strings":["Brain Cognition and Brain\u2013Computer Intelligence Integration Group, Kunming University of Science and Technology, Kunming 650500, China","Faculty of Science, Kunming University of Science and Technology, Kunming 650500, China"],"raw_orcid":"https://orcid.org/0000-0003-2775-0031","affiliations":[{"raw_affiliation_string":"Brain Cognition and Brain\u2013Computer Intelligence Integration Group, Kunming University of Science and Technology, Kunming 650500, China","institution_ids":["https://openalex.org/I10660446"]},{"raw_affiliation_string":"Faculty of Science, Kunming University of Science and Technology, Kunming 650500, China","institution_ids":["https://openalex.org/I10660446"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5057422511"],"corresponding_institution_ids":["https://openalex.org/I10660446"],"apc_list":{"value":2550,"currency":"USD","value_usd":2550},"apc_paid":{"value":2550,"currency":"USD","value_usd":2550},"fwci":0.7253,"has_fulltext":true,"cited_by_count":9,"citation_normalized_percentile":{"value":0.63855216,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"2022","issue":null,"first_page":"1","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11601","display_name":"Neuroscience and Neural Engineering","score":0.994700014591217,"subfield":{"id":"https://openalex.org/subfields/2804","display_name":"Cellular and Molecular Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10581","display_name":"Neural dynamics and brain function","score":0.9918000102043152,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/autoregressive-model","display_name":"Autoregressive model","score":0.8316287994384766},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.7652515769004822},{"id":"https://openalex.org/keywords/motor-imagery","display_name":"Motor imagery","score":0.7363587617874146},{"id":"https://openalex.org/keywords/hilbert\u2013huang-transform","display_name":"Hilbert\u2013Huang transform","score":0.7284599542617798},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6369085907936096},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6224568486213684},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.6076372265815735},{"id":"https://openalex.org/keywords/brain\u2013computer-interface","display_name":"Brain\u2013computer interface","score":0.5981136560440063},{"id":"https://openalex.org/keywords/cued-speech","display_name":"Cued speech","score":0.5870040655136108},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.563164234161377},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.5623034834861755},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.509472668170929},{"id":"https://openalex.org/keywords/mental-image","display_name":"Mental image","score":0.47253870964050293},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4226330816745758},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3029182553291321},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.25859612226486206},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.22345861792564392},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.21874839067459106},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14864084124565125},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.11293596029281616}],"concepts":[{"id":"https://openalex.org/C159877910","wikidata":"https://www.wikidata.org/wiki/Q2202883","display_name":"Autoregressive model","level":2,"score":0.8316287994384766},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.7652515769004822},{"id":"https://openalex.org/C54808283","wikidata":"https://www.wikidata.org/wiki/Q6918191","display_name":"Motor imagery","level":4,"score":0.7363587617874146},{"id":"https://openalex.org/C25570617","wikidata":"https://www.wikidata.org/wiki/Q1006462","display_name":"Hilbert\u2013Huang transform","level":3,"score":0.7284599542617798},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6369085907936096},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6224568486213684},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6076372265815735},{"id":"https://openalex.org/C173201364","wikidata":"https://www.wikidata.org/wiki/Q897410","display_name":"Brain\u2013computer interface","level":3,"score":0.5981136560440063},{"id":"https://openalex.org/C83195618","wikidata":"https://www.wikidata.org/wiki/Q590951","display_name":"Cued speech","level":2,"score":0.5870040655136108},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.563164234161377},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.5623034834861755},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.509472668170929},{"id":"https://openalex.org/C4051589","wikidata":"https://www.wikidata.org/wiki/Q860959","display_name":"Mental image","level":3,"score":0.47253870964050293},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4226330816745758},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3029182553291321},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.25859612226486206},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.22345861792564392},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.21874839067459106},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14864084124565125},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.11293596029281616},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007092","descriptor_name":"Imagination","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D007092","descriptor_name":"Imagination","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D007092","descriptor_name":"Imagination","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D060388","descriptor_name":"Support Vector Machine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D060388","descriptor_name":"Support Vector Machine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D060388","descriptor_name":"Support Vector Machine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D062207","descriptor_name":"Brain-Computer Interfaces","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D062207","descriptor_name":"Brain-Computer Interfaces","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D062207","descriptor_name":"Brain-Computer Interfaces","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":4,"locations":[{"id":"doi:10.1155/2022/1038901","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2022/1038901","pdf_url":"https://downloads.hindawi.com/journals/cin/2022/1038901.pdf","source":{"id":"https://openalex.org/S72372694","display_name":"Computational Intelligence and Neuroscience","issn_l":"1687-5265","issn":["1687-5265","1687-5273"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869","https://openalex.org/P4310320595"],"host_organization_lineage_names":["Hindawi Publishing Corporation","Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational Intelligence and Neuroscience","raw_type":"journal-article"},{"id":"pmid:35140763","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35140763","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational intelligence and neuroscience","raw_type":"Journal Article"},{"id":"pmh:oai:pubmedcentral.nih.gov:8818430","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8818430","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Comput Intell Neurosci","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:1d3b98a15de644cc9dce4795b0d9941c","is_oa":true,"landing_page_url":"https://doaj.org/article/1d3b98a15de644cc9dce4795b0d9941c","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Computational Intelligence and Neuroscience, Vol 2022 (2022)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1155/2022/1038901","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2022/1038901","pdf_url":"https://downloads.hindawi.com/journals/cin/2022/1038901.pdf","source":{"id":"https://openalex.org/S72372694","display_name":"Computational Intelligence and Neuroscience","issn_l":"1687-5265","issn":["1687-5265","1687-5273"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869","https://openalex.org/P4310320595"],"host_organization_lineage_names":["Hindawi Publishing Corporation","Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational Intelligence and Neuroscience","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4246082106","display_name":null,"funder_award_id":"81771926","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5015963280","display_name":null,"funder_award_id":"82172058","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5412190648","display_name":null,"funder_award_id":"62006246.","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7788257083","display_name":"\u57fa\u4e8eEEG\u548cfMRI\u8fd0\u52a8\u534f\u8c03\u60f3\u8c61\u7684\u8111\u673a\u4ea4\u4e92\u673a\u5236\u53ca\u8fd0\u52a8\u5eb7\u590d\u5e94\u7528","funder_award_id":"61763022","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4220857595.pdf","grobid_xml":"https://content.openalex.org/works/W4220857595.grobid-xml"},"referenced_works_count":25,"referenced_works":["https://openalex.org/W1702021806","https://openalex.org/W2003980798","https://openalex.org/W2007221293","https://openalex.org/W2030729605","https://openalex.org/W2081267156","https://openalex.org/W2096805621","https://openalex.org/W2106006415","https://openalex.org/W2140413964","https://openalex.org/W2168116598","https://openalex.org/W2347201682","https://openalex.org/W2361272891","https://openalex.org/W2434890868","https://openalex.org/W2521279875","https://openalex.org/W2610702455","https://openalex.org/W2765513227","https://openalex.org/W2790718085","https://openalex.org/W2792325177","https://openalex.org/W2797340155","https://openalex.org/W2888927777","https://openalex.org/W2899038052","https://openalex.org/W2943277406","https://openalex.org/W2980481100","https://openalex.org/W3013437200","https://openalex.org/W3042731641","https://openalex.org/W3168649387"],"related_works":["https://openalex.org/W1977940006","https://openalex.org/W2887556756","https://openalex.org/W2947925238","https://openalex.org/W195417223","https://openalex.org/W1984377984","https://openalex.org/W1961545574","https://openalex.org/W3045772920","https://openalex.org/W2510077457","https://openalex.org/W2047816336","https://openalex.org/W2944296668"],"abstract_inverted_index":{"The":[0,144,161,175,196],"traditional":[1],"imagery":[2,11,29,51],"task":[3,30],"for":[4,33,237],"brain-computer":[5],"interfaces":[6],"(BCIs)":[7],"consists":[8],"of":[9,23,28,48,80,116,141,151,163,181,212,240],"motor":[10],"(MI)":[12],"in":[13,61,98,219],"which":[14,53],"subjects":[15,54,72],"are":[16,55],"instructed":[17,56,76],"to":[18,57,64,77,125,136],"imagine":[19,94],"moving":[20],"certain":[21],"parts":[22],"their":[24,62],"body.":[25],"This":[26],"kind":[27],"is":[31],"difficult":[32],"subjects.":[34],"In":[35,68],"this":[36,69],"study,":[37,70],"we":[38],"used":[39,124,135,218],"a":[40,59,66,114,241],"less":[41],"studied":[42],"yet":[43],"more":[44],"easily":[45],"performed":[46],"type":[47],"mental":[49],"imagery-visual":[50],"(VI)-in":[52],"visualize":[58],"picture":[60,97],"brain":[63],"implement":[65],"BCI.":[67],"18":[71],"were":[73,105,123,153,167,188,203],"recruited":[74],"and":[75,92,113,121,147,158,172,184,193,208,214],"observe":[78],"one":[79],"two":[81,139],"visual-cued":[82],"pictures":[83],"(one":[84],"was":[85,90,134,223],"static,":[86],"while":[87],"the":[88,95,138,164,179,182,185,210,238],"other":[89],"moving)":[91],"then":[93],"cued":[96],"each":[99],"trial.":[100],"Simultaneously,":[101],"electroencephalography":[102],"(EEG)":[103],"signals":[104],"collected.":[106],"Hilbert-Huang":[107],"Transform":[108],"(HHT),":[109],"autoregressive":[110],"(AR)":[111],"models,":[112],"combination":[115,180,211],"empirical":[117],"mode":[118],"decomposition":[119],"(EMD)":[120],"AR":[122,165,186,216,229],"extract":[126],"features,":[127],"respectively.":[128,160,174,195],"A":[129],"support":[130],"vector":[131],"machine":[132],"(SVM)":[133],"classify":[137],"kinds":[140],"VI":[142,201,220],"tasks.":[143],"average,":[145],"highest,":[146],"lowest":[148],"classification":[149],"accuracies":[150],"HHT":[152,227],"68.14":[154],"\u00b1":[155,169,190],"3.06%,":[156],"78.33%,":[157],"53.3%,":[159],"values":[162,176],"model":[166,187,217,230],"56.29":[168],"2.73%,":[170],"71.67%,":[171],"30%,":[173],"obtained":[177],"by":[178],"EMD":[183,213],"78.40":[189],"2.07%,":[191],"87%,":[192],"48.33%,":[194],"results":[197],"indicate":[198],"that":[199,209],"multiple":[200],"tasks":[202],"separable":[204],"based":[205],"on":[206],"EEG":[207],"an":[215,226],"feature":[221],"extraction":[222],"better":[224],"than":[225],"or":[228],"alone.":[231],"Our":[232],"work":[233],"may":[234],"provide":[235],"ideas":[236],"construction":[239],"new":[242],"online":[243],"VI-BCI.":[244]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1}],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2025-10-10T00:00:00"}
